Friday, June 13, 2025

Computational Fluid Dynamics Simulation With AI-Pushed Digital Twins

Computational Fluid Dynamics Simulation With AI-Pushed Digital Twins

Editor’s be aware: This publish is a part of Into the Omniverse, a collection centered on how builders, 3D practitioners and enterprises can remodel their workflows utilizing the most recent advances in OpenUSD and NVIDIA Omniverse.

Laptop-aided engineering (CAE) is on the forefront of contemporary product improvement, enabling engineers to nearly take a look at and refine designs earlier than constructing bodily prototypes. Among the many highly effective CAE strategies, computational fluid dynamics (CFD) simulation performs a vital function in understanding and optimizing fluid circulation to be used instances, corresponding to aerodynamic testing in aerospace and automotive engineering or thermal administration for electronics.

The NVIDIA Omniverse Blueprint for real-time digital twins offers a robust framework for builders to construct advanced CFD simulation options with the mixed energy of NVIDIA CUDA-X acceleration libraries, NVIDIA PhysicsNeMo AI framework and NVIDIA Omniverse, and Common Scene Description (OpenUSD).

Multiphysics simulation generates a excessive variety of knowledge with optical, thermal, electromagnetic and mechanical purposes, all requiring totally different inputs and outputs.

OpenUSD offers a unified information mannequin that connects the CAE ecosystem so digital twins can function in actual time with numerous information inputs. This seamless interoperability between instruments is essential for engineering efforts that depend on correct, constant CFD simulations.

Trade Leaders Ship 50x Quicker Simulation 

At NVIDIA GTC in March, NVIDIA introduced that main CAE software program suppliers, together with Ansys, Altair, Cadence, Siemens and Synopsys, are accelerating their simulation instruments, together with for CFD, by as much as 50x with the NVIDIA Blackwell platform.

Due to accelerated software program, NVIDIA CUDA-X libraries and performance-optimization blueprints, industries like automotive, aerospace, vitality, manufacturing and life sciences can drastically scale back product improvement time and prices whereas rising design accuracy and remaining vitality environment friendly.

Ansys, a frontrunner in simulation software program, is harnessing the ability of NVIDIA applied sciences for real-time physics and accelerated simulation with AI-driven digital twins. By integrating NVIDIA GPUs and tapping into Blackwell’s superior accelerated computing capabilities, Ansys software program allows engineers to run advanced CFD simulations at unprecedented pace and scale.

Actual-Time Digital Twins for CFD

Ansys can also be adopting Omniverse and OpenUSD to create extra related, collaborative simulation environments for CFD. Ansys customers can construct real-time digital twins that combine information from a number of sources, and now these multidisciplinary CFD simulations might be built-in into the visually wealthy Omniverse setting.

Study extra about how Ansys is utilizing NVIDIA applied sciences and OpenUSD to advance its CFD workflows on this livestream replay:

Get Plugged Into the World of OpenUSD

Be part of NVIDIA GTC Taipei at COMPUTEX, operating Might 19-23, to see how accelerated computing, Omniverse and OpenUSD advance 3D workflows. Watch NVIDIA founder and CEO Jensen Huang’s COMPUTEX keynote on Monday, Might 19, at 11 a.m. Taiwan Time.

Ansys Simulation World is a digital and in-person international simulation expertise. The digital occasion takes place July 16-17, and features a keynote from Huang that can present a more in-depth have a look at the transformative energy of accelerated computing and AI to allow computational engineering breakthroughs – together with CFD – throughout all industries. Till then, watch Ansys GTC periods on demand to study extra.

Uncover why builders and 3D practitioners are utilizing OpenUSD and discover ways to optimize 3D workflows with the brand new self-paced “Study OpenUSD” curriculum for 3D builders and practitioners, accessible totally free via the NVIDIA Deep Studying Institute.

For extra sources on OpenUSD, discover the Alliance for OpenUSD discussion board and the AOUSD web site.

Keep updated by subscribing to NVIDIA Omniverse information, becoming a member of the group and following NVIDIA Omniverse on Instagram, LinkedIn, Medium and X.

Featured picture courtesy of Ansys.


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